Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments

Autores
Kuosa, Kirsi; Distante, Damiano; Tervakari, Anne; Cerulo, Luigi; Fernández, Alejandro; Koro, Juho; Kailanto, Meri
Año de publicación
2016
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
This paper presents two interactive visualization tools for learning management systems (LMS) in order to improve learning and teaching in online courses. The first tool was developed at the Intelligent Information Systems Laboratory (IISLab) at the Tampere University of Technology (TUT). The tool is used to analyse students’ activity from automatically recorded user log data and to build interactive visualizations. They provide valuable insights into the learning process and participation of students in a course offered to teachers and students. The second tool was developed at the Unitelma Sapienza University. It extends navigation and search functionalities in the discussion forum of an LMS with a topic-driven paradigm. The tool analyses forum content and automatically identifies discussion topics. It then enhances the original forum with a topic-driven navigation structure and an interactive search graph. Both tools have been developed as plug-ins for the Moodle LMS, but their analysis processes and techniques can be adopted into any LMS.
Laboratorio de Investigación y Formación en Informática Avanzada
Materia
Ciencias Informáticas
e-learning
learning analytics
Information retrieval
Data mining
Information visualization
visualization tools
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-nd/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/119076

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network_name_str SEDICI (UNLP)
spelling Interactive Visualization Tools to Improve Learning and Teaching in Online Learning EnvironmentsKuosa, KirsiDistante, DamianoTervakari, AnneCerulo, LuigiFernández, AlejandroKoro, JuhoKailanto, MeriCiencias Informáticase-learninglearning analyticsInformation retrievalData miningInformation visualizationvisualization toolsThis paper presents two interactive visualization tools for learning management systems (LMS) in order to improve learning and teaching in online courses. The first tool was developed at the Intelligent Information Systems Laboratory (IISLab) at the Tampere University of Technology (TUT). The tool is used to analyse students’ activity from automatically recorded user log data and to build interactive visualizations. They provide valuable insights into the learning process and participation of students in a course offered to teachers and students. The second tool was developed at the Unitelma Sapienza University. It extends navigation and search functionalities in the discussion forum of an LMS with a topic-driven paradigm. The tool analyses forum content and automatically identifies discussion topics. It then enhances the original forum with a topic-driven navigation structure and an interactive search graph. Both tools have been developed as plug-ins for the Moodle LMS, but their analysis processes and techniques can be adopted into any LMS.Laboratorio de Investigación y Formación en Informática Avanzada2016info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArticulohttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://sedici.unlp.edu.ar/handle/10915/119076enginfo:eu-repo/semantics/altIdentifier/issn/1539-3119info:eu-repo/semantics/altIdentifier/hdl/11746/8183info:eu-repo/semantics/altIdentifier/doi/10.4018/IJDET.2016010101info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-29T11:28:04Zoai:sedici.unlp.edu.ar:10915/119076Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-29 11:28:04.956SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
title Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
spellingShingle Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
Kuosa, Kirsi
Ciencias Informáticas
e-learning
learning analytics
Information retrieval
Data mining
Information visualization
visualization tools
title_short Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
title_full Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
title_fullStr Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
title_full_unstemmed Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
title_sort Interactive Visualization Tools to Improve Learning and Teaching in Online Learning Environments
dc.creator.none.fl_str_mv Kuosa, Kirsi
Distante, Damiano
Tervakari, Anne
Cerulo, Luigi
Fernández, Alejandro
Koro, Juho
Kailanto, Meri
author Kuosa, Kirsi
author_facet Kuosa, Kirsi
Distante, Damiano
Tervakari, Anne
Cerulo, Luigi
Fernández, Alejandro
Koro, Juho
Kailanto, Meri
author_role author
author2 Distante, Damiano
Tervakari, Anne
Cerulo, Luigi
Fernández, Alejandro
Koro, Juho
Kailanto, Meri
author2_role author
author
author
author
author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
e-learning
learning analytics
Information retrieval
Data mining
Information visualization
visualization tools
topic Ciencias Informáticas
e-learning
learning analytics
Information retrieval
Data mining
Information visualization
visualization tools
dc.description.none.fl_txt_mv This paper presents two interactive visualization tools for learning management systems (LMS) in order to improve learning and teaching in online courses. The first tool was developed at the Intelligent Information Systems Laboratory (IISLab) at the Tampere University of Technology (TUT). The tool is used to analyse students’ activity from automatically recorded user log data and to build interactive visualizations. They provide valuable insights into the learning process and participation of students in a course offered to teachers and students. The second tool was developed at the Unitelma Sapienza University. It extends navigation and search functionalities in the discussion forum of an LMS with a topic-driven paradigm. The tool analyses forum content and automatically identifies discussion topics. It then enhances the original forum with a topic-driven navigation structure and an interactive search graph. Both tools have been developed as plug-ins for the Moodle LMS, but their analysis processes and techniques can be adopted into any LMS.
Laboratorio de Investigación y Formación en Informática Avanzada
description This paper presents two interactive visualization tools for learning management systems (LMS) in order to improve learning and teaching in online courses. The first tool was developed at the Intelligent Information Systems Laboratory (IISLab) at the Tampere University of Technology (TUT). The tool is used to analyse students’ activity from automatically recorded user log data and to build interactive visualizations. They provide valuable insights into the learning process and participation of students in a course offered to teachers and students. The second tool was developed at the Unitelma Sapienza University. It extends navigation and search functionalities in the discussion forum of an LMS with a topic-driven paradigm. The tool analyses forum content and automatically identifies discussion topics. It then enhances the original forum with a topic-driven navigation structure and an interactive search graph. Both tools have been developed as plug-ins for the Moodle LMS, but their analysis processes and techniques can be adopted into any LMS.
publishDate 2016
dc.date.none.fl_str_mv 2016
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Articulo
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info:ar-repo/semantics/articulo
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status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/119076
url http://sedici.unlp.edu.ar/handle/10915/119076
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/issn/1539-3119
info:eu-repo/semantics/altIdentifier/hdl/11746/8183
info:eu-repo/semantics/altIdentifier/doi/10.4018/IJDET.2016010101
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-nd/4.0/
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
dc.format.none.fl_str_mv application/pdf
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reponame_str SEDICI (UNLP)
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repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
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